Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CEMIP

Gene summary for CEMIP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEMIP

Gene ID

57214

Gene namecell migration inducing hyaluronidase 1
Gene AliasCCSP1
Cytomap15q25.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q8WUJ3


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
57214CEMIPCCI_1HumanCervixCC1.66e-045.97e-010.528
57214CEMIPCCI_2HumanCervixCC2.71e-034.86e-010.5249
57214CEMIPCCI_3HumanCervixCC2.81e-032.71e-010.516
57214CEMIPCCII_1HumanCervixCC2.68e-073.29e-010.3249
57214CEMIPHTA11_3410_2000001011HumanColorectumAD5.76e-166.60e-010.0155
57214CEMIPHTA11_2951_2000001011HumanColorectumAD6.57e-047.14e-010.0216
57214CEMIPHTA11_1938_2000001011HumanColorectumAD2.54e-371.66e+00-0.0811
57214CEMIPHTA11_78_2000001011HumanColorectumAD7.83e-078.31e-01-0.1088
57214CEMIPHTA11_696_2000001011HumanColorectumAD5.31e-033.65e-01-0.1464
57214CEMIPHTA11_1391_2000001011HumanColorectumAD1.13e-241.46e+00-0.059
57214CEMIPHTA11_866_3004761011HumanColorectumAD1.55e-116.02e-010.096
57214CEMIPHTA11_10711_2000001011HumanColorectumAD1.24e-211.49e+000.0338
57214CEMIPHTA11_7696_3000711011HumanColorectumAD8.35e-331.16e+000.0674
57214CEMIPHTA11_6818_2000001011HumanColorectumAD1.44e-036.26e-010.0112
57214CEMIPHTA11_6818_2000001021HumanColorectumAD1.01e-271.34e+000.0588
57214CEMIPHTA11_99999970781_79442HumanColorectumMSS2.28e-347.97e-010.294
57214CEMIPHTA11_99999965062_69753HumanColorectumMSI-H1.08e-061.47e+000.3487
57214CEMIPHTA11_99999965104_69814HumanColorectumMSS8.79e-107.02e-010.281
57214CEMIPHTA11_99999971662_82457HumanColorectumMSS1.30e-421.24e+000.3859
57214CEMIPHTA11_99999973899_84307HumanColorectumMSS4.22e-024.32e-010.2585
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:190382910CervixCCpositive regulation of cellular protein localization72/2311276/187233.20e-104.46e-0872
GO:00512359CervixCCmaintenance of location78/2311327/187235.18e-094.92e-0778
GO:003367410CervixCCpositive regulation of kinase activity101/2311467/187238.66e-097.22e-07101
GO:005122210CervixCCpositive regulation of protein transport72/2311303/187232.36e-081.70e-0672
GO:00458608CervixCCpositive regulation of protein kinase activity85/2311386/187235.61e-083.29e-0685
GO:005165110CervixCCmaintenance of location in cell55/2311214/187236.63e-083.85e-0655
GO:190495110CervixCCpositive regulation of establishment of protein localization73/2311319/187239.69e-085.25e-0673
GO:000660510CervixCCprotein targeting68/2311314/187232.17e-066.55e-0568
GO:00719007CervixCCregulation of protein serine/threonine kinase activity75/2311359/187232.76e-068.02e-0575
GO:00903167CervixCCpositive regulation of intracellular protein transport41/2311160/187233.24e-068.80e-0541
GO:00323868CervixCCregulation of intracellular transport71/2311337/187233.70e-069.74e-0571
GO:00331579CervixCCregulation of intracellular protein transport52/2311229/187238.16e-061.88e-0452
GO:00719025CervixCCpositive regulation of protein serine/threonine kinase activity46/2311200/187231.87e-053.47e-0446
GO:19054778CervixCCpositive regulation of protein localization to membrane29/2311106/187232.29e-054.01e-0429
GO:00323889CervixCCpositive regulation of intracellular transport46/2311202/187232.45e-054.24e-0446
GO:00901509CervixCCestablishment of protein localization to membrane54/2311260/187237.67e-051.05e-0354
GO:19054758CervixCCregulation of protein localization to membrane36/2311175/187231.33e-031.05e-0236
GO:00181076CervixCCpeptidyl-threonine phosphorylation25/2311116/187233.59e-032.30e-0225
GO:19035334CervixCCregulation of protein targeting19/231181/187233.96e-032.48e-0219
GO:00182106CervixCCpeptidyl-threonine modification26/2311125/187234.98e-032.97e-0226
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CEMIPSNVMissense_Mutationnovelc.2495A>Tp.Glu832Valp.E832VQ8WUJ3protein_codingdeleterious(0.03)possibly_damaging(0.617)TCGA-3C-AALJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CEMIPSNVMissense_Mutationnovelc.1018G>Tp.Gly340Trpp.G340WQ8WUJ3protein_codingtolerated(0.39)benign(0.096)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CEMIPSNVMissense_Mutationc.1352N>Ap.Ala451Glup.A451EQ8WUJ3protein_codingdeleterious(0)benign(0.422)TCGA-A8-A08B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CEMIPSNVMissense_Mutationc.2273N>Tp.Ser758Leup.S758LQ8WUJ3protein_codingdeleterious(0.03)benign(0.086)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEMIPSNVMissense_Mutationc.2552N>Gp.Asp851Glyp.D851GQ8WUJ3protein_codingtolerated(0.56)possibly_damaging(0.73)TCGA-E2-A1B0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
CEMIPdeletionFrame_Shift_Delrs779771025c.801delNp.Pro268LeufsTer5p.P268Lfs*5Q8WUJ3protein_codingTCGA-A2-A0T5-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
CEMIPinsertionNonsense_Mutationnovelc.756_757insGATTCTAAGATGCATTATCATAAGAATCATTAACAGGTCAATp.Met252_Thr253insAspSerLysMetHisTyrHisLysAsnHisTerGlnValAsnp.M252_T253insDSKMHYHKNH*QVNQ8WUJ3protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CEMIPinsertionFrame_Shift_Insnovelc.304_305insCTCCTCTCTTCCATGGGAATGGTCCTGGCAGCCTTCCp.Asp102AlafsTer40p.D102Afs*40Q8WUJ3protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CEMIPinsertionFrame_Shift_Insnovelc.2325_2326insTCTACTTp.Arg776SerfsTer37p.R776Sfs*37Q8WUJ3protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
CEMIPdeletionFrame_Shift_Delnovelc.3580delNp.Pro1194ArgfsTer11p.P1194Rfs*11Q8WUJ3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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